Predictive maintenance
Multi-signal failure prediction across plant telemetry. Recommendations routed to maintenance with full equipment lineage and historical match.
Manufacturers run intricate physical operations where production-floor systems and corporate IT increasingly meet. Agents must operate inside protected industrial zones, where downtime is measured in millions and production data cannot leave the plant.
Regulators we map to
plant-data egress
agent action envelopes
model routing
On-premise and air-gapped deployments only. The platform respects OT/IT segmentation. Agents operate inside scoped action envelopes, they cannot take production-floor actions without explicit HITL authorisation and physical-system safety gates.
Operating posture
On-premise or air-gapped. IEC 62443-aware. Segregated networks for OT and IT. Hardware-aware model routing for plant edge.
Multi-signal failure prediction across plant telemetry. Recommendations routed to maintenance with full equipment lineage and historical match.
Computer-vision and signal-driven QC at line speed, with governed rejection criteria and human override on every disposition.
Cross-tier supply visibility with controlled-disclosure agents, explainable lead-time risk scoring, and audit on every supplier-affecting decision.
Board-level question
“How much production data is leaving your plants today, and can you account for every byte?”
Our team has stood up the platform inside regulated environments across UK, EU, Middle East and North America.
The agentic enterprise